Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006768

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003550

distance 0.16

#2 · Ahmednagarcell 4660005179

distance 0.171 · cross-district

#3 · Beedcell 4700005939

distance 0.2

#4 · Ahmednagarcell 4660005180

distance 0.214 · cross-district

#5 · Akolacell 4670000024

distance 0.224 · cross-district

#6 · Nandedcell 4850007450

distance 0.227 · cross-district

#7 · Kolhapurcell 4800002630

distance 0.236 · cross-district

#8 · Beedcell 4700004916

distance 0.239

#9 · Beedcell 4700006755

distance 0.241

#10 · Beedcell 4700004581

distance 0.244

#11 · Nandedcell 4850003191

distance 0.245 · cross-district

#12 · Beedcell 4700003901

distance 0.246

#13 · Kolhapurcell 4800005119

distance 0.247 · cross-district

#14 · Beedcell 4700004578

distance 0.248

#15 · Ahmednagarcell 4660006975

distance 0.248 · cross-district

#16 · Beedcell 4700004422

distance 0.25

#17 · Ahmednagarcell 4660006230

distance 0.256 · cross-district

#18 · Beedcell 4700004337

distance 0.258

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700006768}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.